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Beschreibung
This monograph presents a variety of techniques that can be used for designing robust fault diagnosis schemes for non-linear systems. The introductory part of the book is of a tutorial value and can be perceived as a good starting point for the new-comers to this field. Subsequently, advanced robust observer structures are presented. Parameter estimation based techniques are discussed as well. A particular attention is drawn to experimental design for fault diagnosis. The book also presents a number of robust soft computing approaches utilizing evolutionary algorithms and neural networks. All approaches described in this book are illustrated by practical applications.
From Analytical to Soft Computing Approaches
Details
| Verlag | Springer Berlin |
| Ersterscheinung | 05. April 2007 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 359 Gramm |
| Format | Softcover |
| ISBN-13 | 9783540711148 |
| Auflage | 2007 |
| Seiten | 212 |
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